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1. Context-Engineering Context-Engineering Public

   "Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspi…

   Python 9k 1k

2. acp acp Public

   ACP is a reusable democratic coordination primitive for discussion under load. Relay is the reference implementation used to validate that primitive in practice.

   JavaScript 1

3. specoracle specoracle Public

   SpecOracle is a Python evaluation pipeline for testing whether informal specifications can act as in-context oracles for secure program synthesis.

   Python 3 1

4. bioguard_aixbio bioguard_aixbio Public

   Apart Research AIxBio Hackathon Submission. BioGuard is a small research prototype for screening biological AI conversations before risk is carried across turns.

   Python

5. RL101 RL101 Public

   Agentic Reinforcement Learning 101. A pragmatic course for AI/ML Engineers based on "The Landscape of Agentic Reinforcement Learning for LLMs: A Survey" https://arxiv.org/abs/2509.02547

   Roff 22 3

6. Langtons-Emergence Langtons-Emergence Public

   Recently I have been researching emergent complexities through first principles reductionism of Langton's Ant and related cellular automata in the hopes that they could potentially offer insights i…

   Python 16 6